About this course

Foundations of Data Analytics: This course will provide fundamental techniques for data analytics, including data collection, data extraction, data integration, data cleansing, and basic machine learning techniques. The learners will learn how to manage and optimize the analytics value chain, including collecting and extracting the suitable values, selecting the right data processing, integrating the data from various resources, with programming tools such as Python. This course will also introduce data security and privacy.

At a Glance:
Institution: HKUSTx
Subject: Computer Science
Level: Intermediate
Prerequisites:
Basic linear algebra
Basic statistics
Language: English
Video Transcript: English
Associated programs:
MicroMasters® Program in Big Data Technology
Associated skills:Data Analysis, Python (Programming Language), Programming Tools, Data Cleansing, Data Extraction, Machine Learning, Big Data, Data Integration, Data Processing, Data Security